agency-macos-spatial-metal-engineer

Implement Metal-based spatial rendering pipelines with Vision Pro integration.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/anavvanzin/Research --skill agency-macos-spatial-metal-engineer-anavvanzin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agency-macos-spatial-metal-engineer
Source: https://github.com/anavvanzin/Research/tree/main/cowork/integrations/antigravity/agency-macos-spatial-metal-engineer
Command: npx skills add https://github.com/anavvanzin/Research --skill agency-macos-spatial-metal-engineer-anavvanzin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables engineers to design and implement ultra-fast Metal-based rendering pipelines and Vision Pro spatial experiences on macOS, bridging desktop applications with immersive headsets to deliver consistent, high-fidelity visuals.

Core Features & Use Cases

  • High-performance Metal rendering pipeline with instanced drawing and GPU-accelerated layout for large node graphs.
  • Vision Pro remote immersive space integration to stream stereo frames and enable spatial collaboration.
  • Spatial interaction handling (gaze, gesture, raycast) and robust UX patterns for intuitive manipulation.
  • Memory discipline and profiling workflows to stay under 1GB and meet thermal/latency targets in production.

Quick Start

Create a new Metal + Swift project, implement a basic renderer, and wire up Vision Pro RemoteImmersiveSpace integration following the guidance in this Skill.

Frequently Asked Questions about agency-macos-spatial-metal-engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize a Metal rendering pipeline for large node graphs in macOS?

Optimize a Metal rendering pipeline by implementing instanced drawing and GPU-accelerated layout for large node graphs. This approach maintains high-performance spatial rendering and achieves the targeted 90fps frame rate.

How do I stream stereoscopic frames to Vision Pro from a macOS application?

Stream stereoscopic frames to Vision Pro by implementing RemoteImmersiveSpace integration. This bridges your macOS desktop application with the headset to deliver spatial collaboration and consistent high-fidelity visuals.

How do I handle spatial interactions like gaze and gestures for Vision Pro apps?

Handle spatial interactions by implementing gaze tracking, gesture recognition, and raycasting logic. These mechanisms enable precise manipulation and robust UX patterns for intuitive spatial computing experiences.

What is the best way to keep Vision Pro rendering memory usage under 1GB?

Keep Vision Pro rendering memory under 1GB through disciplined resource management and profiling workflows. This approach ensures you meet thermal and latency targets while maintaining spatial rendering performance.

Can I achieve 90fps stereoscopic rendering with large node counts on macOS?

Yes, you can achieve 90fps stereoscopic rendering with large node counts by using a high-performance Metal-based renderer. Instanced drawing and GPU-accelerated layout manage the rendering complexity effectively.

Does this approach require specific memory profiling workflows for Vision Pro integration?

Yes, Vision Pro integration requires memory profiling workflows to stay under 1GB and meet thermal and latency targets. Disciplined resource management ensures the spatial rendering pipeline meets production accessibility standards.